Apr 13 · 11 min read · Half the "advanced prompting techniques" the internet tells you to use don't do what they say they do on the current generation of frontier models. Few-shot prompting and chain-of-thought (CoT) are the two biggest examples. They were both genuine bre...
Join discussion
Aug 15, 2025 · 4 min read · Why system prompts matter System prompts define the assistant’s role, goals, tone, boundaries, and format before any user input, which aligns outputs with product requirements and reduces ambiguity from the start. They act like a job description for ...
Join discussion
Aug 15, 2025 · 4 min read · Introduction Large Language Models (LLMs) like GPT-4, Claude, or LLaMA are incredible at producing fluent, contextually relevant text. But at their core, these models don’t truly think they predict the next word based on patterns in the data they’ve ...
Join discussion
